Diataxis Docs Writer
calf-ai/calfkit-sdk
Write or improve software documentation using the Diátaxis framework — four documentation types (tutorials, how-to guides, reference, explanation), each serving a different user need.
Update the streamlit/docs repo for a new Streamlit release. An agent skill from streamlit/docs.
$ npx skills add streamlit/docs --skill updating-docs-for-release -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install streamlit/docs updating-docs-for-release --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/streamlit/docs.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/updating-docs-for-release .claude/skills/updating-docs-for-release && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "updating-docs-for-release" agent skill from https://github.com/streamlit/docs/tree/main/.claude/skills/updating-docs-for-release into .claude/skills/updating-docs-for-release/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "updating-docs-for-release", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/streamlit/docs/tree/main/.claude/skills/updating-docs-for-releaseType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add streamlit/docs --skill updating-docs-for-release -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install streamlit/docs updating-docs-for-release --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/streamlit/docs.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/updating-docs-for-release .agents/skills/updating-docs-for-release && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "updating-docs-for-release" agent skill from https://github.com/streamlit/docs/tree/main/.claude/skills/updating-docs-for-release into .agents/skills/updating-docs-for-release/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "updating-docs-for-release", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add streamlit/docs --skill updating-docs-for-release -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install streamlit/docs updating-docs-for-release --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/streamlit/docs.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/updating-docs-for-release .cursor/skills/updating-docs-for-release && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "updating-docs-for-release" agent skill from https://github.com/streamlit/docs/tree/main/.claude/skills/updating-docs-for-release into .cursor/skills/updating-docs-for-release/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "updating-docs-for-release", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/streamlit/docs.git --path .claude/skills/updating-docs-for-release--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add streamlit/docs --skill updating-docs-for-release -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install streamlit/docs updating-docs-for-release --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/streamlit/docs.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/updating-docs-for-release .gemini/skills/updating-docs-for-release && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "updating-docs-for-release" agent skill from https://github.com/streamlit/docs/tree/main/.claude/skills/updating-docs-for-release into .gemini/skills/updating-docs-for-release/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "updating-docs-for-release", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install streamlit/docs updating-docs-for-releaseInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add streamlit/docs --skill updating-docs-for-release -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/streamlit/docs.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/updating-docs-for-release .github/skills/updating-docs-for-release && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "updating-docs-for-release" agent skill from https://github.com/streamlit/docs/tree/main/.claude/skills/updating-docs-for-release into .github/skills/updating-docs-for-release/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "updating-docs-for-release", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add streamlit/docs --skill updating-docs-for-release -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install streamlit/docs updating-docs-for-release --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/streamlit/docs.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/updating-docs-for-release .opencode/skills/updating-docs-for-release && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "updating-docs-for-release" agent skill from https://github.com/streamlit/docs/tree/main/.claude/skills/updating-docs-for-release into .opencode/skills/updating-docs-for-release/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "updating-docs-for-release", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
updating-docs-for-releaseUpdate the streamlit/docs repo for a new Streamlit release. An agent skill from streamlit/docs.
Updating Docs For Release is an agent skill from streamlit/docs. Update the streamlit/docs repo for a new Streamlit release. Covers branch setup, release notes, API docstring generation, config.toml, API tiles/pages, deprecations, and a changelog sweep of concepts, tutorials, and knowledge articles. Use when the user asks to update docs for a new Streamlit release, add release notes, generate docstrings, or add API tiles for new commands.
Its SKILL.md is about 4k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Development, covering Changelog and release notes, Technical documentation and Technical writing. It works with Streamlit and Python. The repository describes itself as: Source code for the Streamlit Python library documentation. The licence is Apache-2.0.
9 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 07950cb. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Shell commands in SKILL.md call:
pythongitstreamlitpython3pipnpxFrom the folder's file list and the shell code blocks in SKILL.md.
Hosts in commands or code, which the agent is likely to contact:
figma.comAlso links to:
share.streamlit.ioFrom URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Updating Docs For Release loads about 4k tokens when it runs. Until then it costs about 101 tokens; SKILL.md has 1,467 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from streamlit/docs at commit 07950cb, republished under its Apache-2.0 licence (© streamlit). 1,467 words, ~3,961 tokens.
.claude/skills/updating-docs-for-release/SKILL.md (or your agent's skills folder).Follow these steps in order for each new Streamlit release (x.y.0).
Require the target release version in major.minor.0 format (for example, 1.63.0). If the user did not provide it, ask before starting.
Derive the previous version from python/streamlit.json as the highest semantic version below the target version. Do not calculate it by subtracting one from the minor version. If the user explicitly provides a previous version, use it as an override after confirming that its key exists in python/streamlit.json.
State the target and previous versions before making changes.
Pull the latest main and create a release branch:
git checkout main && git pull origin main
git checkout -b docs/streamlit-x.y-releaseYou need the release notes text. If the user hasn't provided them, ask them to run the generating-changelog skill in the streamlit/streamlit repo and paste the output here.
Two files to update:
content/develop/quick-references/release-notes/_index.md
## **Version x.x.0 (latest)** section with the new releasecontent/develop/quick-references/release-notes/<year>.md
Format each section as:
## **Version x.y.0**
_Release date: Month D, YYYY_
**Highlights**
...
**Notable Changes**
...
**Other Changes**
...Remove any duplicate bullets from the provided notes before adding them.
Run python/generate.py in a clean virtualenv with the correct Streamlit version.
cd python
python3 -m venv .venv-generate
.venv-generate/bin/pip install -q streamlit docstring-parser docutils numpydoc
.venv-generate/bin/python -c "import streamlit; print(streamlit.__version__)"
.venv-generate/bin/python generate.pyImportant:
x.y.0 release key in streamlit.json, not patch releases (e.g. 1.59.0 not 1.59.2). After running, rename the key if pip installed a patch release: sed -i '' 's/"x.y.z":/"x.y.0":/' python/streamlit.json and do the same for GitHub source URLs in the blob links.obj_key dict in generate.py and re-run.streamlit.json with Prettier after generating: npx prettier --write python/streamlit.json"x.y.0" top-level key should appear — no existing version keys should be modified or removed. Check with: git diff python/streamlit.json | grep "^@@"— there should be exactly one hunk at the end of the file.For each new command introduced in the release (not new parameters on existing commands), add a tile and detail page.
Detail page — create content/develop/api-reference/<section>/st.<command>.md:
---
title: st.<command>
slug: /develop/api-reference/<section>/st.<command>
description: <one-line description>
keywords: st.<command>, ...
---
<Autofunction function="streamlit.<command>" />For column config types, use content/develop/api-reference/data/column_config/<name>.md with:
<Autofunction function="streamlit.column_config.<TypeName>" />Tile — add to both:
_index.md (e.g. content/develop/api-reference/status/_index.md)content/develop/api-reference/_index.mdTile format:
<RefCard href="/develop/api-reference/<section>/st.<command>">
<Image pure alt="screenshot" src="/images/api/<command>.jpg" />
<h4>Title</h4>
One-line description.
```python
st.<command>(...)
```</RefCard>
```
Menu — add an entry in content/menu.md in the correct position.
Images — do not generate images. Ask the user to provide one, and point them to the Figma template file for reference: https://www.figma.com/design/MOGYWhaoD7OON4HsnbAT1z/API-illustrations?node-id=0-1&t=bs0XekxOUD8pO0to-1
Tell them the required format:
public/images/api/)sips -s format jpeg input.png --out public/images/api/<name>.jpgPlace images at public/images/api/<name>.jpg.
New demo apps can be added both for brand-new commands and for existing commands that gained a parameter (a new example is often added to demonstrate it). So check for newly added <Cloud name="..."> embeds across all commands, not just new ones.
The reliable way to find them is to diff the embedded Cloud names between the previous and new version keys in python/streamlit.json. For example:
cd python
.venv-generate/bin/python -c "
import json, re
d = json.load(open('streamlit.json'))
def cloud_names(ver):
out = {}
for k, v in d[ver].items():
for field in ('example', 'examples'):
for m in re.findall(r'<Cloud[^>]*name=\"([^\"]+)\"', v.get(field, '') or ''):
out.setdefault(k, set()).add(m)
return out
prev, new = cloud_names('x.y-1.0'), cloud_names('x.y.0')
for k, names in new.items():
added = names - prev.get(k, set())
if added:
print(k, sorted(added))
"Every embed printed is a new interactive app that needs to be deployed to Community Cloud.
For each new Cloud embed found:
name attribute (e.g. doc-mermaid-chart) — this is the required subdomain.<pre> block (strip HTML tags and unescape HTML entities).python/api-examples-source/<section>.<command_or_variant>.py following the existing naming convention (e.g. charts.mermaid_chart.py, status.skeleton_standalone.py).After adding all files, present a table to the user:
| App | Deploy link | GitHub file | Subdomain |
|---|---|---|---|
<description> | Deploy | <filename>.py | <cloud-name> |
The user will handle deploying the apps to Community Cloud.
After generating docstrings, compare Streamlit's live config with the docs. The source of truth is streamlit config show from the same virtualenv used in step 3:
cd python
.venv-generate/bin/python -c "import streamlit; print(streamlit.__version__)"
.venv-generate/bin/python -m streamlit config showPrimary file: content/develop/api-reference/configuration/config-toml.md
Diff the option keys and comments from streamlit config show against that page:
[section] TOML block, using the same comment style as neighboring options.config-toml.md. If other pages still mention the option (FAQs, theming guides, tutorials), update or remove those references too.Do not paste every theme.light.* / theme.dark.* key as its own table. Document those as inheriting from [theme] (and [theme.sidebar] where applicable), and only list exceptions that cannot be set per light/dark/sidebar.
Related pages — if theme or server options changed, check whether these still match the CLI:
content/develop/concepts/configuration/theming.mdcontent/develop/concepts/configuration/theming-fonts.mdcontent/develop/concepts/configuration/theming-colors-and-borders.mdRelease-note bullets about client.*, server.*, runner.*, or theme.* are a useful hint for what moved, but streamlit config show is authoritative.
If this version removes or deprecates commands or parameters, update the current docs to match. Start from the release notes (removal and deprecation bullets) and confirm against the new python/streamlit.json key:
cd python
.venv-generate/bin/python -c "
import json
d = json.load(open('streamlit.json'))
prev, new = d['x.y-1.0'], d['x.y.0']
print('removed commands:', sorted(set(prev) - set(new)))
for k in sorted(set(prev) & set(new)):
old_args = {a['name'] for a in (prev[k].get('args') or [])}
new_args = {a['name'] for a in (new[k].get('args') or [])}
gone = sorted(old_args - new_args)
if gone:
print(f'removed params on {k}:', gone)
"Do not edit historical yearly release-note pages. Search content/ (skip content/develop/quick-references/release-notes/ except the current version) plus python/api-examples-source/, python/generate.py, content/menu.md, and content/develop/quick-references/api-cheat-sheet.md.
Keep the API page. Mark it so readers see the replacement:
deprecated={true} and a deprecatedText that names the version and the replacement, for example:<Autofunction function="streamlit.<command>" deprecated={true} deprecatedText="<code>st.<command></code> was deprecated in version x.y.0 and will be removed in a later version. Use <a href='/develop/api-reference/<section>/st.<replacement>'><code>st.<replacement></code></a> instead."/>deprecated to the page keywords._index.md RefCard: deprecated={true}. If the section already groups deprecated APIs (for example Deprecated classes), put the tile there... deprecated:: is parsed into streamlit.json). Still rewrite tutorials, cheat-sheet snippets, and extra examples that recommend the old parameter as current.Clear the command or parameter from anything that presents it as current API:
python/api-examples-source/ files. Rewrite those examples to the replacement API.deprecatedText says the command was deprecated in version A and removed in this version, and points to the replacement (see content/develop/api-reference/charts/bokeh_chart.md). Keep the content/menu.md entry.generate.py errors because an object no longer exists, remove that entry from obj_key (or related dicts) and re-run, as in step 3.After the API, config, and deprecation steps, walk the new release notes (step 2) against the rest of the docs. New command pages, config.toml, and removal/deprecation stubs are already covered in steps 4, 6, and 7. This step is everything else that can go stale.
Treat Highlights and Notable Changes as a checklist. For Other Changes, only follow up when a bullet changes documented behavior, defaults, limitations, or recommended usage — skip routine bug fixes.
For each relevant bullet, search for the command, parameter, config key, old workaround, or limitation it touches in:
content/develop/concepts/content/develop/tutorials/content/get-started/content/deploy/content/kb/ (knowledge base / FAQs)<Autofunction>, not the generated docstring itself)content/develop/quick-references/api-cheat-sheet.mdcontent/develop/concepts/app-testing/cheat-sheet.md when the change affects AppTest or widget testingDo not edit historical yearly release-note pages.
The generated Autofunction and python/streamlit.json already document new parameters. Do not add new examples, extra API-page demos, or cheat-sheet lines just to showcase a new parameter. Leave Highlights that are fully covered by the Autofunction, a new API page (step 4), or config docs (step 6) alone unless existing prose contradicts them.
It is useful to update an existing example when a new parameter is a natural fit, instead of inventing a new snippet. For example, change st.text_input("Email") to st.text_input("Email", type="email") on a form that already collects an email. Do not add a separate "email input" example only because type shipped.
Update a narrative page only when the changelog makes that page wrong or misleading, or when a highlighted capability belongs on a page that already teaches that topic:
content/get-started/fundamentals/additional-features.md needs a short mention of a genuinely new capability (not a new kwarg on an existing command)Rewrite in place to match current Streamlit. Do not add a new knowledge-base article unless the user asks, or an existing FAQ is now wrong and cannot be fixed with an edit.
When the sweep is done, list the pages you changed (and any changelog bullets you checked but left alone) so the user can review.
Update the homepage's What's new section in pages/index.js with one or two broadly useful, user-facing features from the new release's Highlights. Replace the same number of older feature cards so the section stays at six cards.
For each new card:
?utm_source=streamlit (place any anchor after the query string).RefCard pattern.Keep the newest cards first and remove the oldest or least relevant cards.
Make focused commits per logical unit of work (release notes, docstrings, config, API tiles, deprecations/removals, changelog sweep, images, example apps). Push to the branch and open a PR against main.
© streamlit, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in .claude/skills/updating-docs-for-release of streamlit/docs.
Open the folder on GitHubat commit 07950cb
Updating Docs For Release next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Updating Docs For Release this skillstreamlit/docs | 178 | — | ~4k | Automated safety check: Pass | Apache-2.0 | |
| Diataxis Docs Writercalf-ai/calfkit-sdk | 149 | 1 repos | ~3k | Automated safety check: Pass | Apache-2.0 | |
| Docsbrickbots/PiFinder | 250 | — | ~6.2k | Automated safety check: Pass | GPL-3.0 | |
| Docs Changelogopen-edge-platform/anomalib | 6.2k | — | ~660 | Automated safety check: Pass | Apache-2.0 | |
| Documentcodewhale-hq/Codewhale | 41k | — | ~170 | Automated safety check: Pass | MIT | |
| Project Docsjjmartres/opencode | 133 | — | ~1.3k | Automated safety check: Pass | MIT |
calf-ai/calfkit-sdk
Write or improve software documentation using the Diátaxis framework — four documentation types (tutorials, how-to guides, reference, explanation), each serving a different user need.
brickbots/PiFinder
Author and edit PiFinder's user-facing documentation in the project's house style.
open-edge-platform/anomalib
Reviews anomalib docstrings, documentation updates, and changelog expectations
codewhale-hq/Codewhale
Write or update repository/product documentation: README, user guides, API docs, architecture, migration notes, and changelog material.
jjmartres/opencode
Generate comprehensive, professional project documentation structures including README, ARCHITECTURE, USERGUIDE, DEVELOPERGUIDE, and CONTRIBUTING files.
frappe/skills
Write prose in "Simplified Technical English". An agent skill from frappe/skills.
Categories
Update the streamlit/docs repo for a new Streamlit release. An agent skill from streamlit/docs. Updating Docs For Release is an agent skill from streamlit/docs. Update the streamlit/docs repo for a new Streamlit release.
Updating Docs For Release fits situations like: the user asks to update docs for a new Streamlit release; add release notes; generate docstrings; add API tiles for new commands.
Run `npx skills add streamlit/docs --skill updating-docs-for-release -a claude-code`. Or copy the skill folder (.claude/skills/updating-docs-for-release in streamlit/docs) into .claude/skills/updating-docs-for-release in your project. Claude Code loads it when a task matches its description.
Run `npx skills add streamlit/docs --skill updating-docs-for-release -a codex`. Or copy the skill folder (.claude/skills/updating-docs-for-release in streamlit/docs) into .agents/skills/updating-docs-for-release in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add streamlit/docs --skill updating-docs-for-release -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/updating-docs-for-release, .gemini/skills/updating-docs-for-release, .github/skills/updating-docs-for-release and .opencode/skills/updating-docs-for-release in your project.
Going by SKILL.md and its folder, Updating Docs For Release needs the command-line tools its instructions call (python, git, streamlit, python3, pip and npx). Our summary lists: Python 3; Node.js.
SKILL.md names 2 domains. In commands or code: figma.com; the agent is likely to contact it when it follows the instructions. As links in the text: share.streamlit.io. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Updating Docs For Release is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 4k tokens (SKILL.md is roughly 16k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Updating Docs For Release: Diataxis Docs Writer (calf-ai/calfkit-sdk, 149 stars), Docs (brickbots/PiFinder, 250 stars), Docs Changelog (open-edge-platform/anomalib, 6.2k stars) and Document (codewhale-hq/Codewhale, 41k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
streamlit (a GitHub organization) maintains it in streamlit/docs, which has 178 GitHub stars. The repository was last updated on October 7, 2026.
Source: streamlit/docs on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.